ReviewElectrophoresis2023
Recent advances and challenges in temperature monitoring and control in microfluidic devices.
Review in Electrophoresis, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed.
- Gray Wolf Optimization-Long Short-Term Memory Based Temperature Estimation and Closed-Loop Control Method in Microfluidic Chemiluminescence Immunoassay.Micromachines · 2026Article
- Development of 3D printable temperature-sensitive resin.Scientific reports · 2026Article
- Recent Advances in MEMS Actuators for Microfluidic Applications: Emerging Designs, Multiphysics Modeling, and Performance Optimization.Micromachines · 2026Review
- Article
- A temperature-controlled chip holder with integrated electrodes for nanofluidic scattering spectroscopy on highly integrated nanofluidic systems.Microsystems & nanoengineering · 2026Article
- Exosome Augmentation Technologies for Drug Delivery and Disease Treatment: A Review.Biomaterials research · 2026Review
- Thermal Management of SSAW Acoustofluidic Devices: Experimental and Numerical Analysis.Nanomaterials (Basel, Switzerland) · 2025Article
- Intermolecular Organization of a Lyotropic Liquid Crystal and Carbon Dot Composite in Microfluidic Channels: Surface and Dynamic Effects.Nanomaterials (Basel, Switzerland) · 2025Article
- Thermoregulable Magnetic Microfluidic Devices by Magnetic Hyperthermia from Iron Oxide Nanoparticles.ACS applied nano materials · 2025Article
- Fully Printed Flexible Polystyrene/Graphite-Based Temperature Sensor with Excellent Properties for Potential Smart Applications.ACS omega · 2025Article
- Article
- Photothermally Driven Ultrafast Polymerase Chain Reaction: Mechanisms, Nanomaterial Architectures, and System Integration.Research (Washington, D.C.) · 2025Review
- Microfluidics for the biological analysis of atmospheric ice-nucleating particles: Perspectives and challenges.Biomicrofluidics · 2025Review
- An Ultra-Compact and Low-Cost LAMP-Based Virus Detection Device.Sensors (Basel, Switzerland) · 2024Article
- Advances in Microfluidic Systems and Numerical Modeling in Biomedical Applications: A Review.Micromachines · 2024Review
- [Progress of highly reproducible capillary electrophoresis].Se pu = Chinese journal of chromatography · 2024Article
- Enhanced Performance of an Acoustofluidic Device by Integrating Temperature Control.Micromachines · 2024Article
- Customizable Microfluidic Devices: Progress, Constraints, and Future Advances.Current drug delivery · 2024Review
- UV-curable thiol-ene system for broadband infrared transparent objects.Nature communications · 2023Article
- Recent advances and challenges in temperature monitoring and control in microfluidic devices.Electrophoresis · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Temperature is a critical-yet sometimes overlooked-parameter in microfluidics. Microfluidic devices can experience heating inside their channels during operation due to underlying physicochemical phenomena occurring therein. Such heating, whether required or not, must be monitored to ensure adequate device operation. Therefore, different techniques have been developed to measure and control temperature in microfluidic devices. In this contribution, the operating principles and applications of these techniques are reviewed. Temperature-monitoring instruments revised herein include thermocouples, thermistors, and custom-built temperature sensors. Of these, thermocouples exhibit the widest operating range; thermistors feature the highest accuracy; and custom-built temperature sensors demonstrate the best transduction. On the other hand, temperature control methods can be classified as external- or integrated-methods. Within the external methods, microheaters are shown to be the most adequate when working with biological samples, whereas Peltier elements are most useful in applications that require the development of temperature gradients. In contrast, integrated methods are based on chemical and physical properties, structural arrangements, which are characterized by their low fabrication cost and a wide range of applications. The potential integration of these platforms with the Internet of Things technology is discussed as a potential new trend in the field.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.